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Natasa Milic-Frayling

2 accepted papers

2025

Instantiation-based Formalization of Logical Reasoning Tasks Using Language Models and Logical Solvers

IJCAI 2025

Robustness of reasoning remains a significant challenge for large language models, and addressing it is essential for the practical applicability of AI-driven reasoning systems. We introduce Semantic Self-Verification (SSV), a novel approach that addresses the key challenge in combining language mod